Introduction to Charts

Charts are analog | Charts Types - Overview | Advanced Charts | Hints and Tips

Charts Are Analog!

Basic Rule: Charts show overviews - for details use tables!

Quantitative data can be represented as charts by using the following analog properties

People differ in their ability to estimate physical properties: They are best at estimating positions and distances, but not so good at estimating slopes, angles, and areas (in this order).

Charts are images: Good charts enable users to easily and quickly find relevant/critical data or recognize important relations between data.

For a discussion on when to use charts and when tables see Charts vs. Tables.

 

Chart Types - Overview

Below you find a short overview of chart types. For more information of the uses, advantages and disadvantages of different chart types see Chart Types and their Uses.

Area

Based on areas, shows cumulated totals (numbers or percentages) over time.

Area chart

Figure 1: Area chart

Column/Bar

Based on line lengths; shows observations over time or under different conditions.

Mulitple column chart

Figure 2: Multiple column chart

Segmented Column/Bar

Based on line lengths, but stacked; shows proportional relationships over time

Segmented column chart (relative values)

Figure 3: Segmented column chart (relative values)

Frequency Polygon, Histogram

Discrete frequency distribution based on curve chart (polygon) or column/staircase chart (histogram).

Histogram as frequency distribution

Figure 4: Histogram as frequency distribution

Line, Curve

Based on the position of data points; shows trends and functional relations (through the connection of the data points to a line or curve).

Line chart

Figure 5: Line chart

Pie

Based on relative areas (segments of a circle); show proportional relationships at a point in time.

Pie chart

Figure 6: Pie chart

Scatterplot

Based on the position of data points; shows the distribution of data points along one or two dimensions.

One-dimensional scatterplot

two-dimensional scatterplot

Figure 7: One-dimensional scatterplot (left), two-dimensional scatterplot (right)

Map

Based on geographical maps; typically used for geographical data; can also be used for parts of devices, human or animal bodies.

 

Advanced Charts

Above we listed basic chart types. Charts can be made even more informative if used in new ways or combinations. For example, you can combine a map with pie charts or bar charts to present the geographical distribution of certain variables.

Geo chart showing the distribution of two variables in Northern Germany

Figure 8: A geo chart showing the distribution of two variables in Northern Germany

Note: Often these charts have to be "handcrafted" and can be used as static images only.

 

Hints and Tips

 

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 Source:  Recommendations for Charts and Graphics